0% Complete
صفحه اصلی
/
سی و یکمین کنفرانس بین المللی مهندسی برق
A Novel UAV-enabled V2V Mobile Network: A Reinforcement Learning Approach
نویسندگان :
Hossein Mohammadi Firouzjaei
1
Javad Zeraatkar
2
Mehrdad Ardebilipour
3
1- K.N.Toosi University of Technology
2- University of Birjand
3- K.N.Toosi University of Technology
کلمات کلیدی :
Mobile Networks،UAV،Reinforcement Learning،V2V Networks،Energy Harvesting
چکیده :
While using Unmanned Aerial Vehicles (UAVs) as flying Base Stations (FBSs) to improve the efficiency of mobile networks can be a promising approach, there are some challenges like the limited energy of the UAV. Applying Reinforcement Learning (RL) algorithms can be a practical solution to solve the energy problem. Furthermore, combining the UAV-aided mobile networks with RL algorithms can be a promising tendency to help other terrestrial vehicles to find the best route. A Vehicle-to-Vehicle (V2V) mobile network, which the UAV plays the role of a FBS and harvests energy from terrestrial users is investigated in this paper. Following that, the limited energy problem of the UAV that avoids it to complete its mission, is solved by using RL algorithms. The RL algorithm of this paper is formed by a modified Q-Learning algorithm. The effectiveness of the proposed scenario is indicated in the simulation results.
لیست مقالات
لیست مقالات بایگانی شده
ارائه یک مبدل DC-DC منبع امپدانسی تک سوئیچه تک هسته مغناطیسی فوق افزاینده مناسب برای استفاده در کاربرد های انرژی نو
معصومه پرستش - سجاد رستمی
Optimal Energy Management of EVs in intelligent parking lots with Considering solar panels
Noorallah Yavari - Fatemeh Jahanbani Ardakani - Alireza Sedighi Anaraki
قرارگیری بهینه سطوح هوشمند قابل تنظیم مجدد برای مکان یابی فرستنده
مهدی گودرزی - فریدون بهنیا - امین آقاتبار رودباری
کنترل پیش بین مقاوم توزیع شده برای سیستم های خطی چند عامله
علی سلمانپور - حامد کبریائی
Computational Insights into the Superior Performance of ψ-Graphene in Li-S Batteries: A DFT Study
Donna Rashidi - Maryam Abbasi - Leila Sadeghbeigy - Matin Bakhtavari - Ebrahim Nadimi
Single-Item Fashion Recommender: Towards Cross-Domain Recommendations
Seyed Omid Mohammadi - Hossein Bodaghi - Ahmad Kalhor
External Force Control with Disturbance Rejection for 6 DoF Manipulator
Zahra Bonakdar - Arefe Hamidipour - Hamed Ghafarirad
Holographic Principle Inspired Metal-Only Spoof Surface Plasmon Polariton Leaky-wave Antenna with Circular Polarization
Sajjad Zohrevand - Mohammad Amin Chaychi zadeh - Nader Komjani
A model for probabilistic fault propagation with the approach of effective fanouts in the logic circuits
Esfandiar Esmaieli sartakhti - Yasser Sedaghat - Ali Peiravi
Switched-Inductor Cuk and SEPIC Power Factor Correction Rectifiers
Maryam Pourmahdi-torghabe - Hamed Heydari-doostabad - Reza Ghazi
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.5.3